SALT, a trie-based memory-efficient LLM runner, solves the 'theme collapse' problem in long-document compression by mapping recurring themes into a keyword trie and spreading the token budget across t…
A developer built AgentPool, an MCP server that acts as a shared memory for coding agents, allowing them to store and retrieve fixes for solved problems. The system uses a retrieval ranking with simil…
A developer with 12+ years of Magento experience built a RAG-powered code review tool that understands project-specific patterns, not just generic advice. The tool indexes a codebase using tree-sitter…
A developer benchmarked seven RAG configurations against real-world banking documents, technical manuals, and internal wikis, finding that Twitter-hyped "graph RAG" approaches like LightRAG performed …